Explain the concept of tokenization in AI systems.

Asked 20 days ago Updated 19 days ago 78 views

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Tokenization is a process to break the text like statement or any prompt into smaller units so that AI and Natural Language Processing (NLP) can understand and process human language more efficiently.  

Example :

original text -
        Explain the concept of tokenization in AI system
after tokenization -
        ["Explain", "The ", "Concept" ," Of", "Tokenization", "In", “AI”, "System"]

Why tokenization is important :

  1. Help AI to understand the text
  2. Faster process
  3. Vocabulary management 
  4. Important for NLP task

AI/NLP processing flow

     Input Text → Tokenization → Tokens → AI Model processing → Generated Output

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